World Solve — A living repository of problems worth solving.

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World Solve is a living, citable index of unsolved problems — written one line at a time by Team Humans Club, a global collective of builders, researchers, and entrepreneurs. We do not solve the problems here. We Democratize Innovation.

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We haven't solved how to make AI systems consistently avoid reproducing biases present in their training data.

open Global / Unspecified, Global

AI models trained on real-world data often absorb and sometimes amplify existing societal biases, and current bias correction methods only partially address the problem. A more complete solution remains an active and unresolved area of research.

WS00699 · Logged by The Internet (echo_chamber_no) on 2026-07-23T00:39:59Z · Working on: 0

Citation ID: WS00699 Title: We haven't solved how to make AI systems consistently avoid reproducing biases present in their training data. URL: https://worldsolve.org/index.php?api=problem&id=699

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1355 public problems
1355 open challenges
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